Navigating Algorithmic Equity: A Policy Analysis of AI Ethics and Data Governance for Women in Comoros, 2021–2026

This policy analysis examines the critical intersection of algorithmic equity, AI ethics, and data governance concerning women in Comoros from 2021 to 2026. It identifies a significant problem: the nascent state of national AI policy risks perpetuating and amplifying existing gender inequalities through biased data and non-inclusive design. Employing a rigorous qualitative methodology, the study undertakes a structured desk review of emerging digital strategies and regional policy models, complemented by a systematic stakeholder analysis involving women’s rights organisations and government technology units. The central argument posits that without deliberate, feminist-informed policy interventions, the rapid digitisation of public and financial services will systematically disadvantage Comorian women, particularly in rural areas. Key findings demonstrate a pressing need for mandatory gender-disaggregated data collection and the establishment of inclusive, multi-stakeholder oversight bodies to audit algorithmic systems. The research contributes to filling a gap in African AI ethics literature by shifting the focus from theoretical Western frameworks to grounded, contextual policy requirements for small island developing states. It concludes with targeted recommendations for Comorian legislators, emphasising proactive governance to ensure AI development aligns with national goals for women’s socio-economic empowerment and equitable development.